Essays about: "clustering master thesis"

Showing result 16 - 20 of 58 essays containing the words clustering master thesis.

1. 16. Interactive Visualization of Air Traffic in OpenSpace

   University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Adrian Andersson; Joel Paulsson; [2021]
   Keywords : ;

   Abstract : This thesis report presents a master’s thesis project in Media Technology by two students from Linköping University, Sweden. The project was implemented in collaboration with the Visualization Center C and Linköping University during the spring of 2021 resulting in the creation and development of two spatiotemporal visualizations featuring air traffic data in the OPENSPACE software. READ MORE

3. 17. Mining geosocial data from Flickr to explore tourism patterns: The case study of Athens

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Domna Kanari; [2021]
   Keywords : Geography; Geographical Information Systems; GIS; Spatial Analysis; Spatial Clustering; Density-Based Clustering; HDBSCAN; Web-GIS; Tourism footprints; Social Media data; Geosocial data; Technology and Engineering;

   Abstract : Kanari Domna Mining geosocial data from Flickr to explore tourism patterns: The case study of Athens Social media are providing a new type of geo-tagged data that by processing them, new types of knowledge can be generated and used by decision-makers in different areas including tourism. It includes e.g. READ MORE

4. 18. Clustering and Classification of Time Series in Real-Time Strategy Games - A machine learning approach for mapping StarCraft II games to clusters of game state time series while limited by fog of war

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Olof Enström; Fredrik Hagström; John Segerstedt; Fredrik Viberg; Arvid Wartenberg; David Weber Fors; [2020-10-29]
   Keywords : Classification problem; Cluster analysis; Hierarchical clustering; Machine learning; Neural network; Random forest; Real-time strategy; StarCraft II; Time series;

   Abstract : Real-time strategy (RTS) games feature vast action spaces and incomplete information, thus requiring lengthy training times for AI-agents to master them at the level of a human expert. Based on the inherent complexity and the strategical interplay between the players of an RTS game, it is hypothesized that data sets of played games exhibit clustering properties as a result of the actions made by the players. READ MORE

5. 19. Using Natural Language Processing to Identify Similar Patent Documents

   University essay from Lunds universitet/Institutionen för datavetenskap

   Author : Jakob Navrozidis; Hannes Jansson; [2020]
   Keywords : natural language processing; patent search; document similarity; word embeddings; sentence embeddings; machine learning; Technology and Engineering;

   Abstract : The search for prior art documents is an important, but time-consuming task for the patent attorney. Today, these searches are carried out using keywords, which is problematic since inventions often are described using abstract and general terms in the patent applications. In addition, synonyms must be taken into account and formulated manually. READ MORE

6. 20. Detection of Long Term Vibration Deviations in GasTurbine Monitoring Data

   University essay from Linköpings universitet/Fordonssystem

   Author : Johan Hansson; [2020]
   Keywords : Machine Learning; Vibrations;

   Abstract : Condition based monitoring is today essential for any machine manufacturer tobe able to detect and predict faults in their machine fleet. This reduces the maintenancecost and also reduces machine downtime. READ MORE